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Collection and Validation of Psycophysiological Data from Professional and Amateur Players: a Multimodal eSports Dataset

Authors:  AntonSmerdov, BoZhou, PaulLukowicz....
Published date-11/02/2020
Tasks:  LeagueofLegends

Abstract: Proper training and analytics in eSports require accurately collected and annotated data. Most eSports research focuses exclusively on in-game data analysis, and there is a lack of prior work involving …
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Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning

Authors:  ShreyasFadnavis, JoshuaBatson, EleftheriosGaryfallidis....
Published date-11/02/2020
Tasks:  Denoising, MedicalDiagnosis, Self-SupervisedLearning

Abstract: Diffusion-weighted magnetic resonance imaging (DWI) is the only noninvasive method for quantifying microstructure and reconstructing white-matter pathways in the living human brain. Fluctuations from multiple sources create significant additive noise …
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Automatic Detection of Machine Generated Text: A Critical Survey

Authors:  GaneshJawahar, MuhammadAbdul-Mageed, LaksV.S.Lakshmanan....
Published date-11/02/2020

Abstract: Text generative models (TGMs) excel in producing text that matches the style of human language reasonably well. Such TGMs can be misused by adversaries, e.g., by automatically generating fake news …
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Collective Knowledge: organizing research projects as a database of reusable components and portable workflows with common APIs

Authors:  GrigoriFursin....
Published date-11/02/2020

Abstract: This article provides the motivation and overview of the Collective Knowledge framework (CK or cKnowledge). The CK concept is to decompose research projects into reusable components that encapsulate research artifacts …
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